Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "145" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 90 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 86 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.160962 | -0.777178 | 1.981759 | 0.669819 | 0.371683 | 11.007173 | 1.309446 | 0.621642 | 0.8050 | 0.8097 | 0.2386 | 24.218295 | 22.639159 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 4.30% | -0.493031 | -0.815087 | 1.831581 | 0.459149 | -0.081085 | 0.072494 | 0.494264 | 1.005376 | 0.7407 | 0.7394 | 0.2460 | 2.534432 | 2.605263 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.203425 | -0.687404 | 0.586892 | -0.659582 | -1.015104 | -0.839178 | -1.816182 | 0.182386 | 0.0298 | 0.0300 | 0.0010 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 0.058485 | -0.498758 | 2.818614 | 0.619389 | 0.452374 | 0.151744 | 0.560322 | 1.402183 | 0.6823 | 0.6959 | 0.3643 | 1.671699 | 1.630285 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | -0.023206 | -0.144150 | 2.398035 | 1.606754 | 2.216350 | 2.017196 | 0.013382 | 1.238489 | 0.6863 | 0.6957 | 0.3548 | 1.622027 | 1.631382 |
| 2459589 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.162183 | -0.668427 | 2.056168 | 1.323524 | -0.082659 | 21.431273 | 1.192902 | 1.005440 | 0.7338 | 0.7280 | 0.2724 | 11.573180 | 11.395031 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.54% | -0.343801 | -1.136199 | 2.503905 | 1.169129 | 0.273319 | -0.130987 | 0.223395 | 0.191390 | 0.7833 | 0.7636 | 0.2229 | 3.171351 | 2.727067 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | -0.212158 | -0.206355 | 3.655680 | 1.864541 | 0.765154 | 1.373817 | -0.301625 | 1.174920 | nan | nan | nan | 3.156256 | 2.330234 |
| 2459586 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.150735 | 1.204003 | 2.703242 | 2.354244 | 4.857964 | 1.826282 | 1.420119 | 3.081808 | 0.6838 | 0.6935 | 0.3439 | 7.238979 | 6.388394 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.177895 | 5.868178 | 5.342558 | 4.784664 | 6.216497 | 4.815112 | 0.346638 | 2.699308 | 0.0303 | 0.0301 | 0.0003 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.793200 | -0.864547 | 2.269119 | 3.390730 | 10.322280 | 17.779474 | 0.005577 | 0.072782 | 0.6269 | 0.6375 | 0.3578 | 7.558110 | 5.447557 |
| 2459583 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.652717 | 0.400773 | 3.105114 | 5.089879 | 0.634478 | -0.492579 | 0.467993 | 1.407601 | 0.6857 | 0.6943 | 0.3708 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.015946 | 0.548597 | 2.560384 | 4.646684 | 0.623496 | -0.798679 | -0.115963 | 1.346882 | 0.6867 | 0.6959 | 0.3759 | 11.165430 | 10.059696 |
| 2459581 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.086900 | 0.700155 | 3.213469 | 4.837940 | 1.481953 | -0.424940 | 0.410437 | 1.672069 | 0.6887 | 0.6979 | 0.3735 | 5.171864 | 3.908175 |
| 2459580 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.374385 | 0.408542 | 2.774768 | 4.882182 | 1.082959 | 0.040170 | 0.261256 | 1.222159 | 0.6882 | 0.6964 | 0.3704 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.126763 | 0.689747 | 3.732657 | 6.129066 | 1.461953 | -0.611126 | 0.187688 | 2.457330 | 0.6795 | 0.6896 | 0.3773 | 4.908735 | 4.728460 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -1.048383 | -1.000569 | 0.151505 | 0.017759 | -1.068336 | -0.887555 | 0.139677 | 0.329510 | 0.0332 | 0.0363 | 0.0012 | nan | nan |
| 2459577 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.226577 | 0.963571 | 2.831406 | 4.449337 | 1.474396 | 1.010285 | 1.055657 | 2.251067 | 0.6841 | 0.6927 | 0.3757 | 6.918546 | 5.950187 |
| 2459576 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.134913 | 0.884341 | 2.308980 | 4.172297 | 1.606807 | 0.983187 | 0.416865 | 1.729384 | 0.7082 | 0.7167 | 0.3731 | 7.001802 | 6.442836 |
| 2459575 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.587796 | 0.083226 | 1.940650 | 3.865848 | 0.905161 | 4.246932 | 2.698908 | 5.034220 | 0.7733 | 0.7778 | 0.3067 | 11.402375 | 10.768290 |
| 2459574 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.485025 | 0.717580 | 2.042393 | 3.814190 | 0.032642 | 0.466073 | -0.226078 | 1.173992 | 0.7060 | 0.7163 | 0.3652 | 8.436750 | 7.792035 |
| 2459573 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.017219 | 0.341952 | 2.643151 | 5.747737 | 0.500899 | -0.734028 | 0.647641 | 2.367591 | 0.6995 | 0.7137 | 0.3751 | 6.516523 | 5.204934 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -0.377766 | 0.325582 | 1.246254 | 3.401224 | 0.376603 | 0.658390 | 0.461759 | 2.867300 | 0.7021 | 0.7154 | 0.3753 | 1.532576 | 1.537731 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.777516 | -0.922223 | -0.329752 | 0.036461 | 0.843342 | -0.411157 | -0.068547 | 0.665225 | 0.0322 | 0.0334 | 0.0010 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.275137 | 0.207503 | 2.470557 | 3.930459 | 3.335163 | 4.639453 | 2.631603 | 4.978373 | 0.7889 | 0.7931 | 0.2154 | 6.749651 | 6.417581 |
| 2459566 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.083327 | 0.453926 | 2.955970 | 4.426863 | 0.520536 | 0.059216 | 1.321298 | 6.555392 | 0.6922 | 0.7039 | 0.3899 | 8.082621 | 7.184138 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -0.219847 | -0.219847 | -0.209612 | -0.209612 | 0.543918 | 0.543918 | 0.058520 | 0.058520 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.612834 | 0.071886 | 0.753688 | 1.265925 | 2.456636 | 4.560789 | 1.346944 | 0.767804 | 0.7150 | 0.7174 | 0.3859 | 6.900265 | 5.858573 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 2.15% | -0.823560 | -0.218412 | 1.533886 | 1.465666 | 0.969359 | -0.198281 | 1.741533 | 1.730808 | 0.7086 | 0.7166 | 0.3801 | 1.836424 | 1.755393 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.073424 | 0.631572 | 1.289419 | 2.625824 | 0.483261 | 0.549882 | 0.853145 | 1.204297 | 0.7143 | 0.7222 | 0.3723 | 1.978936 | 1.765989 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 5.95% | 0.052914 | 0.508248 | 1.338996 | 2.436181 | 0.681258 | 0.028503 | 1.132923 | 1.179235 | 0.7143 | 0.7241 | 0.3701 | 1.962910 | 1.813901 |
| 2459560 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.54% | -0.135656 | 0.462141 | 1.412193 | 2.474851 | 0.718036 | 0.293629 | 0.921260 | 1.122962 | 0.7112 | 0.7176 | 0.3722 | 1.861063 | 1.693383 |
| 2459558 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.525935 | 0.136846 | 2.768444 | 5.442620 | 0.444897 | -0.104783 | 0.880140 | 1.792646 | 0.7125 | 0.7167 | 0.3819 | 3.895218 | 3.764563 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0304 | 0.0299 | 0.0005 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | -0.137754 | 0.031845 | 2.942329 | 2.293191 | 1.579747 | -0.679213 | 0.746395 | 0.808714 | 0.7104 | 0.7165 | 0.3816 | 1.774282 | 1.677255 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7143 | 0.7219 | 0.3891 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7117 | 0.7099 | 0.3768 | nan | nan |
| 2459552 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.082073 | 0.069124 | 1.224039 | 1.382501 | 0.438533 | 0.545383 | 0.888751 | 0.549893 | 0.7107 | 0.7199 | 0.3824 | 1.906922 | 1.651889 |
| 2459550 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0295 | 0.0291 | 0.0005 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 3.24% | -0.189848 | 0.002605 | 1.923792 | 2.203655 | 0.681422 | -0.899892 | 3.126592 | 0.755174 | 0.7109 | 0.7194 | 0.3909 | 2.039551 | 1.814299 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 0.065909 | -0.479127 | 0.429499 | 0.834653 | 0.594291 | 1.371801 | 0.887863 | 2.962730 | 0.7688 | 0.7713 | 0.3365 | 1.990632 | 1.681586 |
| 2459541 | digital_ok | 0.00% | 1.34% | 1.79% | 0.00% | 21.88% | 0.00% | -0.087904 | 0.254709 | 1.080089 | 1.402524 | 0.238829 | 1.615955 | 0.850762 | 2.500394 | 0.7603 | 0.7548 | 0.3132 | 1.717208 | 1.618803 |
| 2459540 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.154854 | 0.666913 | 0.970752 | 2.070041 | -1.056012 | 9.628257 | 1.613592 | 1.593033 | 0.7686 | 0.7662 | 0.3227 | 4.488062 | 3.547557 |
| 2459536 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.470007 | 1.420429 | 2.990633 | 6.623713 | 0.488174 | 4.998617 | 3.346315 | 0.902326 | 0.7407 | 0.7413 | 0.4047 | 4.514909 | 3.709799 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 1.79% | 0.190693 | 0.104211 | 1.010619 | 1.896543 | 0.369152 | 0.151826 | 1.421830 | 0.594620 | 0.7959 | 0.7852 | 0.3412 | 2.115679 | 1.685810 |
| 2459534 | digital_ok | 100.00% | 98.66% | 98.66% | 0.00% | 100.00% | 0.00% | 2.143736 | 3.624700 | 0.290716 | 0.907552 | 2.387007 | 4.332503 | 9.276024 | 8.959013 | 0.0893 | 0.0821 | 0.0252 | 1.197193 | 1.202006 |
| 2459533 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.341844 | 0.568361 | 1.977263 | 3.922935 | -0.129281 | -0.584802 | 0.353368 | 1.945063 | 0.7374 | 0.7378 | 0.3891 | 5.796546 | 3.740337 |
| 2459532 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.534964 | 0.786060 | 2.752675 | 5.819030 | -0.012051 | -0.324329 | 0.424199 | 0.665478 | 0.7356 | 0.7372 | 0.3922 | 5.111730 | 3.743233 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.92% | 0.00% | 0.264359 | 0.488946 | 0.942944 | 1.797161 | 0.839079 | 1.021591 | 1.813952 | 0.579555 | 0.7560 | 0.7502 | 0.3840 | 1.880689 | 1.662590 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.001266 | 0.189311 | 2.565870 | 4.571994 | 2.657547 | 4.234140 | 1.720001 | 0.573518 | 0.9175 | 0.9450 | 0.2646 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | -0.083331 | 0.387643 | 3.416097 | 5.832286 | 0.965028 | 2.251143 | 0.908507 | 1.378859 | nan | nan | nan | 8.648962 | 5.514012 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.581374 | 1.403183 | 2.520188 | 5.266752 | 0.489552 | 0.707457 | 5.504234 | 1.099256 | 0.7230 | 0.7259 | 0.3130 | 7.144584 | 5.756489 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.758073 | -0.471145 | -0.087194 | -0.203371 | 0.628194 | -0.879788 | 1.286568 | 1.296409 | 0.0317 | 0.0316 | 0.0005 | nan | nan |
| 2459508 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.156930 | 3.304534 | 3.061954 | 11.255832 | 2.363834 | 7.742301 | 3.037853 | 16.350332 | 0.9315 | 0.9620 | 0.1305 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.333660 | 0.670074 | 1.317168 | 13.530903 | -0.196605 | 1.315245 | 4.606508 | 4.242766 | 0.1147 | 0.1337 | 0.0080 | 1.268791 | 1.262617 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.416113 | 8.655638 | 1.595989 | 17.730129 | 3.209204 | 23.709264 | 3.582680 | 7.846392 | 0.8861 | 0.8820 | 0.4012 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.560753 | 6.375357 | 1.412756 | 13.407496 | 1.485805 | 8.784433 | 1.752383 | 2.006266 | 0.1679 | 0.1519 | 0.0295 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.541859 | 8.631501 | 2.714697 | 14.276071 | 4.937002 | 12.827461 | 1.411906 | 1.902006 | 0.1900 | 0.1422 | 0.0359 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.335273 | 10.622264 | 4.255859 | 18.129913 | 4.677703 | 14.342948 | 1.654912 | 9.409976 | 0.1444 | 0.1178 | 0.0152 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.840907 | 10.969976 | 2.749602 | 15.080265 | 3.260853 | 13.270878 | 0.892736 | 4.438201 | 0.1572 | 0.1247 | 0.0320 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.095222 | 14.384756 | 0.999612 | 16.243930 | 0.927271 | 17.352352 | 1.785247 | 3.867299 | 0.1853 | 0.1429 | 0.0332 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 20.047820 | 22.307270 | 12.681167 | 12.111930 | 23.248118 | 25.035094 | 1.639272 | 5.140171 | 0.8511 | 0.8581 | 0.4470 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.458440 | 11.207262 | 1.944195 | 13.360302 | 2.069509 | 13.328653 | 1.784815 | 3.264573 | 0.9285 | 0.9338 | 0.3567 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.434131 | 12.016213 | 3.263723 | 16.128091 | 2.921286 | 13.494414 | 1.254358 | 5.624266 | 0.9171 | 0.9244 | 0.3728 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.117246 | 3.292272 | 1.432526 | 16.997562 | -0.275928 | 1.597851 | 1.837841 | 8.744086 | 0.7665 | 0.8040 | 0.3239 | 0.000000 | 0.000000 |
| 2459491 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.279911 | 4.132314 | 1.740042 | 18.501470 | 0.283000 | 3.722028 | 0.676733 | 3.789772 | 0.8016 | 0.8162 | 0.2573 | 0.000000 | 0.000000 |
| 2459490 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.914257 | 4.210499 | 1.241142 | 18.484132 | -0.090485 | 1.071978 | 0.533043 | 3.598390 | 0.7539 | 0.7954 | 0.3717 | 0.000000 | 0.000000 |
| 2459489 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.702786 | 2.323948 | 1.773943 | 6.637550 | 0.236247 | 108.583394 | 0.756868 | 5.662389 | 0.7702 | 0.8078 | 0.3165 | 0.000000 | 0.000000 |
| 2459488 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.389829 | 3.060498 | 1.825686 | 15.408741 | -0.099573 | 1.411980 | 1.410086 | 7.409027 | 0.7725 | 0.8026 | 0.3459 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 1.302851 | -0.808091 | -0.614285 | 1.194432 | 0.104874 | 0.193815 | 1.026757 | 0.190225 | 1.302851 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Temporal Variability | 3.528299 | 0.071521 | -0.956005 | 2.619907 | 0.838695 | 3.528299 | 0.460316 | -0.602892 | -0.013891 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 2.430235 | -0.021026 | -0.585245 | 1.713592 | 0.723592 | 1.190171 | 1.479576 | 0.471849 | 2.430235 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 2.805854 | -0.354249 | -0.875416 | 2.084706 | 0.393112 | 1.321466 | 2.805854 | 0.700384 | 0.749206 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 2.643241 | -1.015836 | -0.099316 | -0.490745 | 2.643241 | -0.577189 | -0.765048 | 1.437466 | 0.131482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 2.240592 | -0.643921 | -0.397586 | 0.547027 | 1.988277 | -0.448944 | -0.404316 | 2.240592 | 0.067767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 2.408838 | -0.609458 | -0.654462 | 0.674142 | 2.055740 | 0.789871 | 2.158915 | 2.408838 | 0.416890 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Shape | 0.697620 | 0.697620 | -0.646547 | 0.410380 | -0.203148 | -0.911558 | 0.544069 | -1.504547 | 0.148266 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 2.559960 | -0.104925 | -0.916906 | 2.559960 | 0.578104 | 1.705659 | 1.748083 | 1.018655 | 1.942670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 2.744241 | -0.756399 | -0.521177 | 2.744241 | -0.280450 | 1.763435 | 0.872161 | 2.227161 | 2.081225 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 3.704018 | -0.789093 | 1.422202 | -0.409506 | 3.704018 | -0.758352 | 0.010379 | 2.021963 | -0.042678 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 2.977467 | -0.141269 | -0.421786 | 1.376581 | 0.669803 | -0.137216 | -0.613994 | 0.420554 | 2.977467 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 3.576373 | -0.797816 | -0.696267 | 0.445050 | 2.314251 | 0.689170 | 0.336051 | 3.576373 | 0.096478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 2.057685 | -0.696236 | -0.466215 | 0.817033 | 1.566357 | 2.057685 | 0.606266 | 1.293344 | -0.461821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 10.563607 | -0.918722 | -0.788269 | 2.698722 | 1.825156 | 10.563607 | 1.539957 | 4.030481 | 2.141293 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 11.007173 | 0.160962 | -0.777178 | 1.981759 | 0.669819 | 0.371683 | 11.007173 | 1.309446 | 0.621642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 1.831581 | -0.493031 | -0.815087 | 1.831581 | 0.459149 | -0.081085 | 0.072494 | 0.494264 | 1.005376 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 0.586892 | -0.687404 | 0.203425 | -0.659582 | 0.586892 | -0.839178 | -1.015104 | 0.182386 | -1.816182 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 2.818614 | -0.498758 | 0.058485 | 0.619389 | 2.818614 | 0.151744 | 0.452374 | 1.402183 | 0.560322 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 2.398035 | -0.023206 | -0.144150 | 2.398035 | 1.606754 | 2.216350 | 2.017196 | 0.013382 | 1.238489 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 21.431273 | -0.668427 | -0.162183 | 1.323524 | 2.056168 | 21.431273 | -0.082659 | 1.005440 | 1.192902 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 2.503905 | -0.343801 | -1.136199 | 2.503905 | 1.169129 | 0.273319 | -0.130987 | 0.223395 | 0.191390 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 3.655680 | -0.206355 | -0.212158 | 1.864541 | 3.655680 | 1.373817 | 0.765154 | 1.174920 | -0.301625 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Temporal Variability | 4.857964 | 1.150735 | 1.204003 | 2.703242 | 2.354244 | 4.857964 | 1.826282 | 1.420119 | 3.081808 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Shape | 8.177895 | 8.177895 | 5.868178 | 5.342558 | 4.784664 | 6.216497 | 4.815112 | 0.346638 | 2.699308 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 17.779474 | -0.793200 | -0.864547 | 2.269119 | 3.390730 | 10.322280 | 17.779474 | 0.005577 | 0.072782 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 5.089879 | -0.652717 | 0.400773 | 3.105114 | 5.089879 | 0.634478 | -0.492579 | 0.467993 | 1.407601 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 4.646684 | 0.548597 | -0.015946 | 4.646684 | 2.560384 | -0.798679 | 0.623496 | 1.346882 | -0.115963 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 4.837940 | -0.086900 | 0.700155 | 3.213469 | 4.837940 | 1.481953 | -0.424940 | 0.410437 | 1.672069 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 4.882182 | 0.408542 | -0.374385 | 4.882182 | 2.774768 | 0.040170 | 1.082959 | 1.222159 | 0.261256 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 6.129066 | -0.126763 | 0.689747 | 3.732657 | 6.129066 | 1.461953 | -0.611126 | 0.187688 | 2.457330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 0.329510 | -1.048383 | -1.000569 | 0.151505 | 0.017759 | -1.068336 | -0.887555 | 0.139677 | 0.329510 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 4.449337 | 0.963571 | 0.226577 | 4.449337 | 2.831406 | 1.010285 | 1.474396 | 2.251067 | 1.055657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 4.172297 | 0.884341 | 0.134913 | 4.172297 | 2.308980 | 0.983187 | 1.606807 | 1.729384 | 0.416865 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 5.034220 | 0.083226 | -0.587796 | 3.865848 | 1.940650 | 4.246932 | 0.905161 | 5.034220 | 2.698908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 3.814190 | 0.485025 | 0.717580 | 2.042393 | 3.814190 | 0.032642 | 0.466073 | -0.226078 | 1.173992 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 5.747737 | 0.341952 | 0.017219 | 5.747737 | 2.643151 | -0.734028 | 0.500899 | 2.367591 | 0.647641 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 3.401224 | 0.325582 | -0.377766 | 3.401224 | 1.246254 | 0.658390 | 0.376603 | 2.867300 | 0.461759 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Temporal Variability | 0.843342 | -0.922223 | -0.777516 | 0.036461 | -0.329752 | -0.411157 | 0.843342 | 0.665225 | -0.068547 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 4.978373 | 0.207503 | -1.275137 | 3.930459 | 2.470557 | 4.639453 | 3.335163 | 4.978373 | 2.631603 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 6.555392 | 0.453926 | -0.083327 | 4.426863 | 2.955970 | 0.059216 | 0.520536 | 6.555392 | 1.321298 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 0.543918 | -0.219847 | -0.219847 | -0.209612 | -0.209612 | 0.543918 | 0.543918 | 0.058520 | 0.058520 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 4.560789 | -0.612834 | 0.071886 | 0.753688 | 1.265925 | 2.456636 | 4.560789 | 1.346944 | 0.767804 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Temporal Discontinuties | 1.741533 | -0.823560 | -0.218412 | 1.533886 | 1.465666 | 0.969359 | -0.198281 | 1.741533 | 1.730808 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 2.625824 | -0.073424 | 0.631572 | 1.289419 | 2.625824 | 0.483261 | 0.549882 | 0.853145 | 1.204297 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 2.436181 | 0.052914 | 0.508248 | 1.338996 | 2.436181 | 0.681258 | 0.028503 | 1.132923 | 1.179235 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 2.474851 | -0.135656 | 0.462141 | 1.412193 | 2.474851 | 0.718036 | 0.293629 | 0.921260 | 1.122962 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 5.442620 | 0.136846 | -0.525935 | 5.442620 | 2.768444 | -0.104783 | 0.444897 | 1.792646 | 0.880140 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Power | 2.942329 | 0.031845 | -0.137754 | 2.293191 | 2.942329 | -0.679213 | 1.579747 | 0.808714 | 0.746395 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 1.382501 | 0.069124 | -0.082073 | 1.382501 | 1.224039 | 0.545383 | 0.438533 | 0.549893 | 0.888751 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Temporal Discontinuties | 3.126592 | -0.189848 | 0.002605 | 1.923792 | 2.203655 | 0.681422 | -0.899892 | 3.126592 | 0.755174 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 2.962730 | -0.479127 | 0.065909 | 0.834653 | 0.429499 | 1.371801 | 0.594291 | 2.962730 | 0.887863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 2.500394 | 0.254709 | -0.087904 | 1.402524 | 1.080089 | 1.615955 | 0.238829 | 2.500394 | 0.850762 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 9.628257 | 0.666913 | 0.154854 | 2.070041 | 0.970752 | 9.628257 | -1.056012 | 1.593033 | 1.613592 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 6.623713 | 1.420429 | 0.470007 | 6.623713 | 2.990633 | 4.998617 | 0.488174 | 0.902326 | 3.346315 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 1.896543 | 0.190693 | 0.104211 | 1.010619 | 1.896543 | 0.369152 | 0.151826 | 1.421830 | 0.594620 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Temporal Discontinuties | 9.276024 | 3.624700 | 2.143736 | 0.907552 | 0.290716 | 4.332503 | 2.387007 | 8.959013 | 9.276024 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 3.922935 | 0.341844 | 0.568361 | 1.977263 | 3.922935 | -0.129281 | -0.584802 | 0.353368 | 1.945063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 5.819030 | 0.534964 | 0.786060 | 2.752675 | 5.819030 | -0.012051 | -0.324329 | 0.424199 | 0.665478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Temporal Discontinuties | 1.813952 | 0.488946 | 0.264359 | 1.797161 | 0.942944 | 1.021591 | 0.839079 | 0.579555 | 1.813952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 4.571994 | 0.001266 | 0.189311 | 2.565870 | 4.571994 | 2.657547 | 4.234140 | 1.720001 | 0.573518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 5.832286 | -0.083331 | 0.387643 | 3.416097 | 5.832286 | 0.965028 | 2.251143 | 0.908507 | 1.378859 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | ee Temporal Discontinuties | 5.504234 | 1.403183 | 0.581374 | 5.266752 | 2.520188 | 0.707457 | 0.489552 | 1.099256 | 5.504234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 1.296409 | -0.471145 | -0.758073 | -0.203371 | -0.087194 | -0.879788 | 0.628194 | 1.296409 | 1.286568 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Discontinuties | 16.350332 | 3.304534 | 0.156930 | 11.255832 | 3.061954 | 7.742301 | 2.363834 | 16.350332 | 3.037853 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 17.001436 | 0.674260 | 4.796334 | 3.499482 | 17.001436 | 4.013806 | 11.036896 | 3.413178 | 14.406344 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 13.530903 | 0.670074 | 0.333660 | 13.530903 | 1.317168 | 1.315245 | -0.196605 | 4.242766 | 4.606508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 23.709264 | 1.416113 | 8.655638 | 1.595989 | 17.730129 | 3.209204 | 23.709264 | 3.582680 | 7.846392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 13.407496 | 1.560753 | 6.375357 | 1.412756 | 13.407496 | 1.485805 | 8.784433 | 1.752383 | 2.006266 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 14.276071 | 2.541859 | 8.631501 | 2.714697 | 14.276071 | 4.937002 | 12.827461 | 1.411906 | 1.902006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 18.129913 | 10.622264 | 3.335273 | 18.129913 | 4.255859 | 14.342948 | 4.677703 | 9.409976 | 1.654912 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 15.080265 | 2.840907 | 10.969976 | 2.749602 | 15.080265 | 3.260853 | 13.270878 | 0.892736 | 4.438201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 17.352352 | 14.384756 | 2.095222 | 16.243930 | 0.999612 | 17.352352 | 0.927271 | 3.867299 | 1.785247 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 25.035094 | 20.047820 | 22.307270 | 12.681167 | 12.111930 | 23.248118 | 25.035094 | 1.639272 | 5.140171 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 13.360302 | 2.458440 | 11.207262 | 1.944195 | 13.360302 | 2.069509 | 13.328653 | 1.784815 | 3.264573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 16.128091 | 12.016213 | 3.434131 | 16.128091 | 3.263723 | 13.494414 | 2.921286 | 5.624266 | 1.254358 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 16.997562 | 3.292272 | 0.117246 | 16.997562 | 1.432526 | 1.597851 | -0.275928 | 8.744086 | 1.837841 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 18.501470 | 0.279911 | 4.132314 | 1.740042 | 18.501470 | 0.283000 | 3.722028 | 0.676733 | 3.789772 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 18.484132 | 4.210499 | 0.914257 | 18.484132 | 1.241142 | 1.071978 | -0.090485 | 3.598390 | 0.533043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Temporal Variability | 108.583394 | 0.702786 | 2.323948 | 1.773943 | 6.637550 | 0.236247 | 108.583394 | 0.756868 | 5.662389 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | 14 | digital_ok | nn Power | 15.408741 | 0.389829 | 3.060498 | 1.825686 | 15.408741 | -0.099573 | 1.411980 | 1.410086 | 7.409027 |